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Projects

OUR PROJECTS

We develop and prototype open source geospatial AI capabilities and provide detailed market advisory analyses.

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  • SpaceNet 7
    Archived Projects
    Multi-Temporal Urban Development Challenge
  • CRESI
    Archived Projects
    Rapidly extracts large scale road networks and identifies speed limits and route travel times for each roadway
  • SpaceNet 6
    Archived Projects
    Multimodal Data Analysis for Foundational Mapping
  • RarePlanes
    Archived Projects
    Investigating the value of synthetic data to detect and classify aircraft
  • Solaris
    Archived Projects
    An open source Python library designed to support the entire geospatial machine learning workflow
  • SpaceNet 5
    Archived Projects
    Automated road network extraction, routing, and travel time estimation
  • Machine Learning Robustness Study
    Archived Projects
    Studying training dataset size and diversity on building detection performance in the SpaceNet data
  • Super-Resolution Trade Study
    Archived Projects
    Quantifying the effects of super resolution on object detection performance in satellite imagery
  • SIMRDWN
    Archived Projects
    Analyzing images and improving performance on densely packed objects
  • SpaceNet 4
    Archived Projects
    Off-Nadir imagery analysis for building footprint detection
  • Satellite Communications Market Report
    Archived Projects
    Examining commercial satellite communication (“satcom”) market trends
  • Comet Time Series (TS)
    Archived Projects
    A software package to facilitate time-series analysis of satellite imagery
  • You Only Look Twice
    Archived Projects
    Improving performance of object detection at varying scales over legacy techniques
  • Multispectral Imagery (MSI) & Deep Learning Analysis
    Archived Projects
    Exploring the utility of visible and near infrared multispectral imagery for training algorithms
  • SpaceNet 3
    Archived Projects
    Assisting the development of techniques for generating road networks from satellite imagery
  • SpaceNet 2
    Archived Projects
    Building footprint detection in geographically diverse settings
  • SpaceNet 1
    Archived Projects
    Building footprint detection
  • Commercial Remote Sensing Market Analysis
    Archived Projects
    A comprehensive analysis of the commercial space remote sensing market
  • Commercial Synthetic Aperture Radar (SAR) Trade Study
    Archived Projects
    Quantifying performance implications for hypothetical small satellite constellations
  • Machine Learning for Maritime Vessel Analysis
    Archived Projects
    Using machine learning and remote sensing data to detect and characterize maritime ships
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